Paper Abstract and Keywords |
Presentation |
2012-03-27 16:05
Designing method of Energy Functions for Solving Combinatorial Optimization Problems by the Network with Higher-order Connections Takahiro Sota (Tohoku Univ.), Yoshihiro Hayakawa (SNCT), Shigeo Sato, Koji Nakajima (Tohoku Univ.) NLP2011-148 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We have proposed the Inverse function Delayed network with Higher order synaptic Connections (HC-ID network) to solve various combinatorial optimization problems such as the Traveling Salesman Problems (TSP) and the Quadratic Assignment Problems (QAP), etc. By using this method, we can select the solutions that are shown by the network state at stable states according to the cost of the solutions. Thus it is considered the HC-ID network is powerful tool for solving combinatorial optimization problems. However, this method cannot be applied to other problems because the energy function that represents the applied problem has some restrictions about the structure or the order of the synaptic connections. In this report, we expand the energy function of higher-order form to apply the HC-ID network to solve any other problems. We also apply the network to solve a scheduling problem by using the improved energy function. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Higher-order Connection Inverse function Delayed network / Higher-order form energy function / Defense of thesis Scheduling Problem / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 498, NLP2011-148, pp. 39-44, March 2012. |
Paper # |
NLP2011-148 |
Date of Issue |
2012-03-20 (NLP) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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NLP2011-148 |
Conference Information |
Committee |
NLP |
Conference Date |
2012-03-27 - 2012-03-28 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Fukue Cultural Hall |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General |
Paper Information |
Registration To |
NLP |
Conference Code |
2012-03-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Designing method of Energy Functions for Solving Combinatorial Optimization Problems by the Network with Higher-order Connections |
Sub Title (in English) |
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Higher-order Connection Inverse function Delayed network |
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Higher-order form energy function |
Keyword(3) |
Defense of thesis Scheduling Problem |
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1st Author's Name |
Takahiro Sota |
1st Author's Affiliation |
Tohoku University (Tohoku Univ.) |
2nd Author's Name |
Yoshihiro Hayakawa |
2nd Author's Affiliation |
Sendai National College of Technologylleg (SNCT) |
3rd Author's Name |
Shigeo Sato |
3rd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
4th Author's Name |
Koji Nakajima |
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Tohoku University (Tohoku Univ.) |
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Speaker |
Author-1 |
Date Time |
2012-03-27 16:05:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2011-148 |
Volume (vol) |
vol.111 |
Number (no) |
no.498 |
Page |
pp.39-44 |
#Pages |
6 |
Date of Issue |
2012-03-20 (NLP) |
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